Affiliation:
1. School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China
2. School of Urban Economics and Management, Beijing University of Civil Engineering and Architecture, Beijing 100044, China
Abstract
R&D strategies play a decisive role in the promotion of enterprise innovation output and innovation ability. In order to thoroughly investigate the R&D strategies of iron and steel enterprises, an R&D strategy analysis framework based on R&D semantic topic analysis and outlier behavior detection was proposed. Additionally, empirical research on R&D layout and direction, R&D quality, and the achievement maintenance strategy of enterprises, from both macro and micro perspectives, was conducted. The feasibility of the R&D strategy analysis framework was verified. Additionally, the results show that, in terms of R&D topic layout strategy, most enterprises adopted a stable maintenance strategy after quickly completing the layout; regarding the R&D focus strategy, most enterprises focused on R&D fields and carried out strategic management; for R&D quality control strategy, some enterprises adopted a strategy of prolonging the duration of invention patents, and high-quality outputs with a long lifetime were developed rapidly. These research results have reference value for Chinese enterprises, to adjust their R&D strategies, and for the government, to formulate supporting policies.
Funder
National Natural Science Foundation of China
Fundamental Research Funds for the Central Universities
Fundamental Research Funds for Beijing University of Civil Engineering and Architecture
Cited by
1 articles.
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